Privacy and confidentiality in process mining: Threats and research challenges
Privacy and confidentiality are very important prerequisites for applying process mining to
comply with regulations and keep company secrets. This article provides a foundation for …
comply with regulations and keep company secrets. This article provides a foundation for …
A review on effective alarm management systems for industrial process control: barriers and opportunities
The effective robust management of plant requires the implementation of industrial alarm
systems in a very significant capacity. The core objective of alarms is to warn the operator of …
systems in a very significant capacity. The core objective of alarms is to warn the operator of …
Prescriptive process monitoring: Quo vadis?
Prescriptive process monitoring methods seek to optimize a business process by
recommending interventions at runtime to prevent negative outcomes or address poorly …
recommending interventions at runtime to prevent negative outcomes or address poorly …
Prescriptive business process monitoring for recommending next best actions
Predictive business process monitoring (PBPM) techniques predict future process behaviour
based on historical event log data to improve operational business processes. Concerning …
based on historical event log data to improve operational business processes. Concerning …
From process mining to augmented process execution
Business process management (BPM) is a well-established discipline comprising a set of
principles, methods, techniques, and tools to continuously improve the performance of …
principles, methods, techniques, and tools to continuously improve the performance of …
Predicting performances in business processes using deep neural networks
Online operational support is gaining increasing interest due to the availability of real-time
data and sufficient computing power, such as predictive business process monitoring …
data and sufficient computing power, such as predictive business process monitoring …
Triggering proactive business process adaptations via online reinforcement learning
A Metzger, T Kley, A Palm - International Conference on Business Process …, 2020 - Springer
Proactive process adaptation can prevent and mitigate upcoming problems during process
execution by using predictions about how an ongoing case will unfold. There is an important …
execution by using predictions about how an ongoing case will unfold. There is an important …
Realizing a digital twin of an organization using action-oriented process mining
A Digital Twin of an Organization (DTO) is a mirrored representation of an organization,
aiming to improve the business process of the organization by providing a transparent view …
aiming to improve the business process of the organization by providing a transparent view …
A visual approach to support process analysts in working with process improvement opportunities
Purpose When improving business processes, process analysts can use data-driven
methods, such as process mining, to identify improvement opportunities. However, despite …
methods, such as process mining, to identify improvement opportunities. However, despite …
Action-oriented process mining: bridging the gap between insights and actions
As business environments become more dynamic and complex, it becomes indispensable
for organizations to objectively analyze business processes, monitor the existing and …
for organizations to objectively analyze business processes, monitor the existing and …